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Events for July 4, 2019

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1:30 pm

Robust deep graph based learning

Deep learning-based classification is increasing in popularity due to its ability to successfully learn feature mapping functions solely from data. For very small or noisy training sets, however, deep learning, even with traditional regularization techniques, often overfits, resulting in sub-par classification performance.In this talk, a semi-supervised deep graph-based learning network will be presented that brings... Read more

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2:15 pm

Automated denoising, detection and classification of micro-seismic events using advanced signal information processing

Microseismic monitoring (or microseismics) has been increasingly used in the past two decades to illuminate subsurface processes such as landslides, due to its ability to record small seismic waves generated by soil movement and/or brittle behaviour of rock. Understanding the evolution of landslide processes is of paramount importance in predicting or even avoiding an imminent... Read more

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